Patents by Inventor Peter John Bygrave

Peter John Bygrave has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Systems and Methods for Determining Molecular Properties with Atomic-Orbital-Based Features
    Publication number: 20220165364
    Abstract: Systems and methods for determining molecular structures based on atomic-orbital-based features are described. Atomic-orbital-based features can be utilized in combination with machine-learning methods to predict accurate properties, such as quantum mechanical energy, of molecular systems.
    Type: Application
    Filed: May 27, 2021
    Publication date: May 26, 2022
    Applicants: California Institute of Technology, Entos, Inc.
    Inventors: Zhuoran Qiao, Animashree Anandkumar, Thomas Francis Miller, Matthew Gregory Welborn, Frederick Roy Manby, Feizhi Ding, Daniel George Smith, Peter John Bygrave, Sai Krishna Sirumalla, Anders Steen Christensen